A novel approach for web mining taxonomy for high-performance computing
Web mining is a central part of data analysis. The fetching and discovering knowledge from
the different web data in data mining mechanism is more important nowadays. Web usage …
the different web data in data mining mechanism is more important nowadays. Web usage …
A hybrid classical-quantum approach for multi-class classification
Quantum machine learning recently gained prominence due to the computational ability of
quantum computers in solving machine learning problems that are intractable on a classical …
quantum computers in solving machine learning problems that are intractable on a classical …
Quantum classification algorithm based on competitive learning neural network and entanglement measure
In this paper, we develop a novel classification algorithm that is based on the integration
between competitive learning and the computational power of quantum computing. The …
between competitive learning and the computational power of quantum computing. The …
A novel quantum computing model based on entanglement degree
M Zidan - Modern Physics Letters B, 2020 - World Scientific
This paper shows a novel quantum computing model that solves quantum computing
problems based on the degree of entanglement. We show two main theorems: the first …
problems based on the degree of entanglement. We show two main theorems: the first …
A quantum classification algorithm for classification incomplete patterns based on entanglement measure
In this paper, a novel quantum classification algorithm that is based on competitive learning
is presented to classify an input pattern that results from the failures of some sensors. As …
is presented to classify an input pattern that results from the failures of some sensors. As …
An image encryption algorithm based on discrete-time alternating quantum walk and advanced encryption standard
G Liu, W Li, X Fan, Z Li, Y Wang, H Ma - Entropy, 2022 - mdpi.com
This paper proposes an image encryption scheme based on a discrete-time alternating
quantum walk (AQW) and the advanced encryption standard (AES). We use quantum …
quantum walk (AQW) and the advanced encryption standard (AES). We use quantum …
[HTML][HTML] Modulation instability analysis and optical solitons in birefringent fibers to RKL equation without four wave mixing
In this present work, we retrieve the optical solitons in birefringent fibers modeled by
Radhakrishnan-Kundu-Lakshmanan (RKL) equation in coupled vector form. The system is …
Radhakrishnan-Kundu-Lakshmanan (RKL) equation in coupled vector form. The system is …
[PDF][PDF] A novel algorithm based on entanglement measurement for improving speed of quantum algorithms
In this paper, we draw attention to consider that the quantum entanglement measurement
should be implemented as a key part during manufacturing the quantum processors and …
should be implemented as a key part during manufacturing the quantum processors and …
Language identification framework in code-mixed social media text based on quantum LSTM—the word belongs to which language?
Machine learning (ML) architectures based on neural model have garnered considerable
attention in the field of language classification. Code-mixing is a common phenomenon on …
attention in the field of language classification. Code-mixing is a common phenomenon on …
Quantum face recognition with multi-gate quantum convolutional neural network
In the last decade, quantum computing has showcased its unique mechanism across
diverse fields, highlighting significant potential for data-driven applications requiring …
diverse fields, highlighting significant potential for data-driven applications requiring …